Kullen W. Waggoner

Learning-Based Cooperative Maneuver Planning for Multi-Spacecraft Proximity Operations

We address the problem of multi-spacecraft formation acquisition by comparing a traditional LQR+APF controller with a reinforcement learning based agent. The scenario demonstrates maneuvering three deputy satellites under discretized Hill-Clohessy-Wiltshire dynamics. The operational environment imposes hard keep-out an...